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Source: Peer-reviewedEnvironmental Research Letters1 source

Satellite Study Finds Daytime Cooling, Not Warming, Around Tokyo-Area Data Centers

Environment

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A satellite view looking straight down on Tokyo Bay, a dark wedge of water ringed by gray urban development and green hills.
Natural color Landsat 8 imagery of the head of Tokyo Bay and the metropolitan area around it, the region whose surface temperatures the study measured."Tokyo Bay 432 pan crop 15 (30628321724)" by Pierre Markuse from Hamm, Germany, via Wikimedia Commons, CC BY 2.0

A peer-reviewed analysis of twelve data centers built near Tokyo between 2011 and 2025 reports that the land around them cooled by day once each site opened, rather than warming. The study puts that daytime cooling at 1.8 °C to 2.2 °C and finds that changes at individual sites late at night were indistinguishable from zero.

What the work tests is an earlier estimate: a coarse-resolution satellite preprint attributed about 2 °C of land-surface warming to data centers worldwide. The new Letter calls that estimate "the viral claim" and reports a signal of the opposite sign. It was published Nov. 4, 2026, in Environmental Research Letters. Its author also notes that no major data-center market assesses local temperature impact before construction, and offers the method as an after-the-fact check.

The Letter has one author, Jiawei Jing, and the only affiliation listed in the publisher's deposited record is Makuhari Development Corporation, a property developer. The paper is open access.

The analysis combines daytime Landsat imagery back to 2013, day and night readings from two other satellite instruments, ECOSTRESS and MODIS, and the facilities' own energy disclosures, all set against comparison sites that predate the build-out. For the cluster as a whole, it bounds any nighttime surface warming at 0.24 °C to 0.29 °C.

A large windowless data center building with a sloping glass facade stands behind a suburban street and power lines in Mitaka, western Tokyo.
One operator's facility on a suburban street in western Tokyo. The twelve sites in the study are in Inzai and Tama (illustrative). "NTT DATA Corporation Mitaka Data Center East - Nov 14, 2020" by nakashi, via Wikimedia Commons, CC BY-SA 2.0

The sharper argument does not come from the imagery. By the author's calculation, warming of that size in the air would require 6 to 43 times as much waste heat as the facilities actually reject, and that energy budget, rather than the satellite records, is what mainly excludes warming at the claimed magnitude.

The paper does not conclude that data centers warm nothing. It reports that air warming close to the source is real where heat rejection is dense and the climate dry. In consistency checks at Phoenix and DeKalb, the author reports night surface warming largely in place during construction, before any servers were running, and matching nearby development that was not a data center.

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Satellite Study Finds Daytime Cooling, Not Warming, Around Tokyo-Area Data Centers

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